Output Loop Bench · Reasoning

Prospection challenge: AI models compared

Insight from the prospection database, the same questions each run. 9 models tested on the same task.

Yes/no facts per business

544 local trade businesses (landscapers, electricians, removal companies, roofers, drainage companies and plumbers) from the original research. Each decision model answers seven yes/no questions about every business, and the Lab adds the answers up. The top row is the correct answer, computed from the same rules, so every miss shows as a difference.

Open Prospection challenge in the interactive Bench